Overview
Brought to you by YData
Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 93 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 20.5 KiB |
| Average record size in memory | 225.4 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 6 |
| Text | 2 |
| Boolean | 1 |
Cylinders is highly overall correlated with EngineSize and 3 other fields | High correlation |
EngineSize is highly overall correlated with Cylinders and 18 other fields | High correlation |
Fuel.tank.capacity is highly overall correlated with EngineSize and 15 other fields | High correlation |
Horsepower is highly overall correlated with Cylinders and 13 other fields | High correlation |
Length is highly overall correlated with EngineSize and 16 other fields | High correlation |
Luggage.room is highly overall correlated with EngineSize and 7 other fields | High correlation |
MPG.city is highly overall correlated with EngineSize and 13 other fields | High correlation |
MPG.highway is highly overall correlated with EngineSize and 12 other fields | High correlation |
Man.trans.avail is highly overall correlated with Cylinders and 9 other fields | High correlation |
Manufacturer is highly overall correlated with Origin and 1 other fields | High correlation |
Max.Price is highly overall correlated with EngineSize and 12 other fields | High correlation |
Min.Price is highly overall correlated with EngineSize and 13 other fields | High correlation |
Origin is highly overall correlated with Manufacturer and 1 other fields | High correlation |
Passengers is highly overall correlated with EngineSize and 7 other fields | High correlation |
Price is highly overall correlated with EngineSize and 12 other fields | High correlation |
RPM is highly overall correlated with EngineSize and 2 other fields | High correlation |
Rear.seat.room is highly overall correlated with EngineSize and 9 other fields | High correlation |
Rev.per.mile is highly overall correlated with EngineSize and 13 other fields | High correlation |
Turn.circle is highly overall correlated with EngineSize and 15 other fields | High correlation |
Type is highly overall correlated with Fuel.tank.capacity and 4 other fields | High correlation |
Weight is highly overall correlated with Cylinders and 18 other fields | High correlation |
Wheelbase is highly overall correlated with EngineSize and 17 other fields | High correlation |
Width is highly overall correlated with EngineSize and 17 other fields | High correlation |
id is highly overall correlated with Manufacturer and 1 other fields | High correlation |
id is uniformly distributed | Uniform |
id has unique values | Unique |
Model has unique values | Unique |
Make has unique values | Unique |
Reproduction
| Analysis started | 2025-04-04 07:58:21.470137 |
|---|---|
| Analysis finished | 2025-04-04 07:58:50.587573 |
| Duration | 29.12 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 93 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47 |
| Minimum | 1 |
|---|---|
| Maximum | 93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5.6 |
| Q1 | 24 |
| median | 47 |
| Q3 | 70 |
| 95-th percentile | 88.4 |
| Maximum | 93 |
| Range | 92 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 26.990739 |
|---|---|
| Coefficient of variation (CV) | 0.57427105 |
| Kurtosis | -1.2 |
| Mean | 47 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0 |
| Sum | 4371 |
| Variance | 728.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 1.1% |
| 60 | 1 | 1.1% |
| 69 | 1 | 1.1% |
| 68 | 1 | 1.1% |
| 67 | 1 | 1.1% |
| 66 | 1 | 1.1% |
| 65 | 1 | 1.1% |
| 64 | 1 | 1.1% |
| 63 | 1 | 1.1% |
| 62 | 1 | 1.1% |
| Other values (83) | 83 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 93 | 1 | |
| 92 | 1 | |
| 91 | 1 | |
| 90 | 1 | |
| 89 | 1 | |
| 88 | 1 | |
| 87 | 1 | |
| 86 | 1 | |
| 85 | 1 | |
| 84 | 1 |
Manufacturer
Categorical
High correlation
| Distinct | 32 |
|---|---|
| Distinct (%) | 34.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 876.0 B |
| Chevrolet | |
|---|---|
| Ford | |
| Dodge | 6 |
| Pontiac | 5 |
| Mazda | 5 |
| Other values (27) |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 6.516129 |
| Min length | 3 |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 7.5% |
Sample
| 1st row | Acura |
|---|---|
| 2nd row | Acura |
| 3rd row | Audi |
| 4th row | Audi |
| 5th row | BMW |
Common Values
| Value | Count | Frequency (%) |
| Chevrolet | 8 | 8.6% |
| Ford | 8 | 8.6% |
| Dodge | 6 | 6.5% |
| Pontiac | 5 | 5.4% |
| Mazda | 5 | 5.4% |
| Oldsmobile | 4 | 4.3% |
| Hyundai | 4 | 4.3% |
| Nissan | 4 | 4.3% |
| Toyota | 4 | 4.3% |
| Buick | 4 | 4.3% |
| Other values (22) | 41 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| chevrolet | 8 | 8.6% |
| ford | 8 | 8.6% |
| dodge | 6 | 6.5% |
| pontiac | 5 | 5.4% |
| mazda | 5 | 5.4% |
| toyota | 4 | 4.3% |
| volkswagen | 4 | 4.3% |
| buick | 4 | 4.3% |
| nissan | 4 | 4.3% |
| hyundai | 4 | 4.3% |
| Other values (22) | 41 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 55 | 9.1% |
| e | 49 | 8.1% |
| a | 48 | 7.9% |
| i | 37 | 6.1% |
| d | 36 | 5.9% |
| r | 34 | 5.6% |
| l | 34 | 5.6% |
| n | 29 | 4.8% |
| u | 28 | 4.6% |
| s | 27 | 4.5% |
| Other values (32) | 229 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 606 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 55 | 9.1% |
| e | 49 | 8.1% |
| a | 48 | 7.9% |
| i | 37 | 6.1% |
| d | 36 | 5.9% |
| r | 34 | 5.6% |
| l | 34 | 5.6% |
| n | 29 | 4.8% |
| u | 28 | 4.6% |
| s | 27 | 4.5% |
| Other values (32) | 229 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 606 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 55 | 9.1% |
| e | 49 | 8.1% |
| a | 48 | 7.9% |
| i | 37 | 6.1% |
| d | 36 | 5.9% |
| r | 34 | 5.6% |
| l | 34 | 5.6% |
| n | 29 | 4.8% |
| u | 28 | 4.6% |
| s | 27 | 4.5% |
| Other values (32) | 229 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 606 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 55 | 9.1% |
| e | 49 | 8.1% |
| a | 48 | 7.9% |
| i | 37 | 6.1% |
| d | 36 | 5.9% |
| r | 34 | 5.6% |
| l | 34 | 5.6% |
| n | 29 | 4.8% |
| u | 28 | 4.6% |
| s | 27 | 4.5% |
| Other values (32) | 229 |
Model
Text
Unique
| Distinct | 93 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 876.0 B |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 6.2473118 |
| Min length | 2 |
Unique
| Unique | 93 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Integra |
|---|---|
| 2nd row | Legend |
| 3rd row | 90 |
| 4th row | 100 |
| 5th row | 535i |
| Value | Count | Frequency (%) |
| integra | 1 | 1.1% |
| scoupe | 1 | 1.1% |
| 90 | 1 | 1.1% |
| 100 | 1 | 1.1% |
| 535i | 1 | 1.1% |
| century | 1 | 1.1% |
| lesabre | 1 | 1.1% |
| roadmaster | 1 | 1.1% |
| riviera | 1 | 1.1% |
| deville | 1 | 1.1% |
| Other values (83) | 83 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 56 | 9.6% |
| e | 51 | 8.8% |
| r | 47 | 8.1% |
| i | 40 | 6.9% |
| t | 36 | 6.2% |
| o | 33 | 5.7% |
| n | 26 | 4.5% |
| C | 21 | 3.6% |
| l | 20 | 3.4% |
| s | 18 | 3.1% |
| Other values (42) | 233 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 581 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 56 | 9.6% |
| e | 51 | 8.8% |
| r | 47 | 8.1% |
| i | 40 | 6.9% |
| t | 36 | 6.2% |
| o | 33 | 5.7% |
| n | 26 | 4.5% |
| C | 21 | 3.6% |
| l | 20 | 3.4% |
| s | 18 | 3.1% |
| Other values (42) | 233 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 581 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 56 | 9.6% |
| e | 51 | 8.8% |
| r | 47 | 8.1% |
| i | 40 | 6.9% |
| t | 36 | 6.2% |
| o | 33 | 5.7% |
| n | 26 | 4.5% |
| C | 21 | 3.6% |
| l | 20 | 3.4% |
| s | 18 | 3.1% |
| Other values (42) | 233 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 581 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 56 | 9.6% |
| e | 51 | 8.8% |
| r | 47 | 8.1% |
| i | 40 | 6.9% |
| t | 36 | 6.2% |
| o | 33 | 5.7% |
| n | 26 | 4.5% |
| C | 21 | 3.6% |
| l | 20 | 3.4% |
| s | 18 | 3.1% |
| Other values (42) | 233 |
Type
Categorical
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 876.0 B |
| Midsize | |
|---|---|
| Small | |
| Compact | |
| Sporty | |
| Large |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.7741935 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Small |
|---|---|
| 2nd row | Midsize |
| 3rd row | Compact |
| 4th row | Midsize |
| 5th row | Midsize |
Common Values
| Value | Count | Frequency (%) |
| Midsize | 22 | |
| Small | 21 | |
| Compact | 16 | |
| Sporty | 14 | |
| Large | 11 | |
| Van | 9 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| midsize | 22 | |
| small | 21 | |
| compact | 16 | |
| sporty | 14 | |
| large | 11 | |
| van | 9 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 57 | 10.6% |
| i | 44 | 8.2% |
| l | 42 | 7.8% |
| m | 37 | 6.9% |
| S | 35 | 6.5% |
| e | 33 | 6.1% |
| t | 30 | 5.6% |
| o | 30 | 5.6% |
| p | 30 | 5.6% |
| r | 25 | 4.7% |
| Other values (11) | 174 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 537 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 57 | 10.6% |
| i | 44 | 8.2% |
| l | 42 | 7.8% |
| m | 37 | 6.9% |
| S | 35 | 6.5% |
| e | 33 | 6.1% |
| t | 30 | 5.6% |
| o | 30 | 5.6% |
| p | 30 | 5.6% |
| r | 25 | 4.7% |
| Other values (11) | 174 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 537 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 57 | 10.6% |
| i | 44 | 8.2% |
| l | 42 | 7.8% |
| m | 37 | 6.9% |
| S | 35 | 6.5% |
| e | 33 | 6.1% |
| t | 30 | 5.6% |
| o | 30 | 5.6% |
| p | 30 | 5.6% |
| r | 25 | 4.7% |
| Other values (11) | 174 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 537 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 57 | 10.6% |
| i | 44 | 8.2% |
| l | 42 | 7.8% |
| m | 37 | 6.9% |
| S | 35 | 6.5% |
| e | 33 | 6.1% |
| t | 30 | 5.6% |
| o | 30 | 5.6% |
| p | 30 | 5.6% |
| r | 25 | 4.7% |
| Other values (11) | 174 |
Min.Price
Real number (ℝ)
High correlation
| Distinct | 79 |
|---|---|
| Distinct (%) | 84.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.125806 |
| Minimum | 6.7 |
|---|---|
| Maximum | 45.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 6.7 |
|---|---|
| 5-th percentile | 7.36 |
| Q1 | 10.8 |
| median | 14.7 |
| Q3 | 20.3 |
| 95-th percentile | 34.48 |
| Maximum | 45.4 |
| Range | 38.7 |
| Interquartile range (IQR) | 9.5 |
Descriptive statistics
| Standard deviation | 8.746029 |
|---|---|
| Coefficient of variation (CV) | 0.51069297 |
| Kurtosis | 1.0194187 |
| Mean | 17.125806 |
| Median Absolute Deviation (MAD) | 5.2 |
| Skewness | 1.1829892 |
| Sum | 1592.7 |
| Variance | 76.493022 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8.4 | 3 | 3.2% |
| 14.2 | 3 | 3.2% |
| 7.3 | 2 | 2.2% |
| 13 | 2 | 2.2% |
| 8.7 | 2 | 2.2% |
| 7.9 | 2 | 2.2% |
| 14.5 | 2 | 2.2% |
| 14.7 | 2 | 2.2% |
| 13.4 | 2 | 2.2% |
| 19.5 | 2 | 2.2% |
| Other values (69) | 71 |
| Value | Count | Frequency (%) |
| 6.7 | 1 | 1.1% |
| 6.8 | 1 | 1.1% |
| 6.9 | 1 | 1.1% |
| 7.3 | 2 | |
| 7.4 | 1 | 1.1% |
| 7.7 | 1 | 1.1% |
| 7.8 | 1 | 1.1% |
| 7.9 | 2 | |
| 8.2 | 1 | 1.1% |
| 8.4 | 3 |
| Value | Count | Frequency (%) |
| 45.4 | 1 | |
| 43.8 | 1 | |
| 37.5 | 1 | |
| 34.7 | 1 | |
| 34.6 | 1 | |
| 34.4 | 1 | |
| 33.3 | 1 | |
| 33 | 1 | |
| 32.5 | 1 | |
| 30.8 | 1 |
Price
Real number (ℝ)
High correlation
| Distinct | 81 |
|---|---|
| Distinct (%) | 87.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.509677 |
| Minimum | 7.4 |
|---|---|
| Maximum | 61.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 7.4 |
|---|---|
| 5-th percentile | 8.52 |
| Q1 | 12.2 |
| median | 17.7 |
| Q3 | 23.3 |
| 95-th percentile | 36.74 |
| Maximum | 61.9 |
| Range | 54.5 |
| Interquartile range (IQR) | 11.1 |
Descriptive statistics
| Standard deviation | 9.6594296 |
|---|---|
| Coefficient of variation (CV) | 0.49510965 |
| Kurtosis | 3.4291226 |
| Mean | 19.509677 |
| Median Absolute Deviation (MAD) | 5.6 |
| Skewness | 1.5330819 |
| Sum | 1814.4 |
| Variance | 93.304579 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15.9 | 3 | 3.2% |
| 10 | 2 | 2.2% |
| 19.5 | 2 | 2.2% |
| 11.3 | 2 | 2.2% |
| 15.7 | 2 | 2.2% |
| 22.7 | 2 | 2.2% |
| 8.4 | 2 | 2.2% |
| 19.1 | 2 | 2.2% |
| 18.4 | 2 | 2.2% |
| 11.1 | 2 | 2.2% |
| Other values (71) | 72 |
| Value | Count | Frequency (%) |
| 7.4 | 1 | |
| 8 | 1 | |
| 8.3 | 1 | |
| 8.4 | 2 | |
| 8.6 | 1 | |
| 9 | 1 | |
| 9.1 | 1 | |
| 9.2 | 1 | |
| 9.8 | 1 | |
| 10 | 2 |
| Value | Count | Frequency (%) |
| 61.9 | 1 | |
| 47.9 | 1 | |
| 40.1 | 1 | |
| 38 | 1 | |
| 37.7 | 1 | |
| 36.1 | 1 | |
| 35.2 | 1 | |
| 34.7 | 1 | |
| 34.3 | 1 | |
| 33.9 | 1 |
Max.Price
Real number (ℝ)
High correlation
| Distinct | 79 |
|---|---|
| Distinct (%) | 84.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.898925 |
| Minimum | 7.9 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 7.9 |
|---|---|
| 5-th percentile | 9.74 |
| Q1 | 14.7 |
| median | 19.6 |
| Q3 | 25.3 |
| 95-th percentile | 39.82 |
| Maximum | 80 |
| Range | 72.1 |
| Interquartile range (IQR) | 10.6 |
Descriptive statistics
| Standard deviation | 11.030457 |
|---|---|
| Coefficient of variation (CV) | 0.50369856 |
| Kurtosis | 7.4394262 |
| Mean | 21.898925 |
| Median Absolute Deviation (MAD) | 5.4 |
| Skewness | 2.0338587 |
| Sum | 2036.6 |
| Variance | 121.67098 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 18.4 | 3 | 3.2% |
| 22.7 | 3 | 3.2% |
| 21.7 | 3 | 3.2% |
| 21.2 | 3 | 3.2% |
| 18.3 | 2 | 2.2% |
| 11 | 2 | 2.2% |
| 12.9 | 2 | 2.2% |
| 14.9 | 2 | 2.2% |
| 10 | 2 | 2.2% |
| 9.5 | 2 | 2.2% |
| Other values (69) | 69 |
| Value | Count | Frequency (%) |
| 7.9 | 1 | |
| 9.1 | 1 | |
| 9.2 | 1 | |
| 9.5 | 2 | |
| 9.9 | 1 | |
| 10 | 2 | |
| 10.6 | 1 | |
| 11 | 2 | |
| 11.3 | 1 | |
| 11.4 | 1 |
| Value | Count | Frequency (%) |
| 80 | 1 | |
| 50.4 | 1 | |
| 44.6 | 1 | |
| 42.7 | 1 | |
| 41.5 | 1 | |
| 38.7 | 1 | |
| 37.8 | 1 | |
| 37.1 | 1 | |
| 36.3 | 1 | |
| 36.2 | 1 |
MPG.city
Real number (ℝ)
High correlation
| Distinct | 21 |
|---|---|
| Distinct (%) | 22.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.365591 |
| Minimum | 15 |
|---|---|
| Maximum | 46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 16.6 |
| Q1 | 18 |
| median | 21 |
| Q3 | 25 |
| 95-th percentile | 31.4 |
| Maximum | 46 |
| Range | 31 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.6198115 |
|---|---|
| Coefficient of variation (CV) | 0.25127042 |
| Kurtosis | 4.0043059 |
| Mean | 22.365591 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.7044301 |
| Sum | 2080 |
| Variance | 31.582281 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 18 | 12 | |
| 19 | 10 | |
| 17 | 8 | |
| 20 | 8 | |
| 23 | 8 | |
| 22 | 7 | |
| 25 | 6 | 6.5% |
| 29 | 6 | 6.5% |
| 21 | 6 | 6.5% |
| 24 | 5 | 5.4% |
| Other values (11) | 17 |
| Value | Count | Frequency (%) |
| 15 | 2 | 2.2% |
| 16 | 3 | 3.2% |
| 17 | 8 | |
| 18 | 12 | |
| 19 | 10 | |
| 20 | 8 | |
| 21 | 6 | |
| 22 | 7 | |
| 23 | 8 | |
| 24 | 5 |
| Value | Count | Frequency (%) |
| 46 | 1 | 1.1% |
| 42 | 1 | 1.1% |
| 39 | 1 | 1.1% |
| 33 | 1 | 1.1% |
| 32 | 1 | 1.1% |
| 31 | 2 | 2.2% |
| 30 | 1 | 1.1% |
| 29 | 6 | |
| 28 | 2 | 2.2% |
| 26 | 2 | 2.2% |
MPG.highway
Real number (ℝ)
High correlation
| Distinct | 22 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.086022 |
| Minimum | 20 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 26 |
| median | 28 |
| Q3 | 31 |
| 95-th percentile | 37.4 |
| Maximum | 50 |
| Range | 30 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.331726 |
|---|---|
| Coefficient of variation (CV) | 0.18330888 |
| Kurtosis | 2.6142006 |
| Mean | 29.086022 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.2298967 |
| Sum | 2705 |
| Variance | 28.427302 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 26 | 11 | |
| 28 | 10 | |
| 30 | 9 | |
| 25 | 8 | 8.6% |
| 31 | 7 | 7.5% |
| 33 | 7 | 7.5% |
| 29 | 6 | 6.5% |
| 27 | 6 | 6.5% |
| 23 | 4 | 4.3% |
| 24 | 4 | 4.3% |
| Other values (12) | 21 |
| Value | Count | Frequency (%) |
| 20 | 2 | 2.2% |
| 21 | 2 | 2.2% |
| 22 | 2 | 2.2% |
| 23 | 4 | 4.3% |
| 24 | 4 | 4.3% |
| 25 | 8 | |
| 26 | 11 | |
| 27 | 6 | |
| 28 | 10 | |
| 29 | 6 |
| Value | Count | Frequency (%) |
| 50 | 1 | 1.1% |
| 46 | 1 | 1.1% |
| 43 | 1 | 1.1% |
| 41 | 1 | 1.1% |
| 38 | 1 | 1.1% |
| 37 | 3 | |
| 36 | 3 | |
| 34 | 3 | |
| 33 | 7 | |
| 32 | 1 | 1.1% |
AirBags
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 876.0 B |
| Driver only | |
|---|---|
| None | |
| Driver & Passenger |
Length
| Max length | 18 |
|---|---|
| Median length | 11 |
| Mean length | 9.5698925 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None |
|---|---|
| 2nd row | Driver & Passenger |
| 3rd row | Driver only |
| 4th row | Driver only |
| 5th row | Driver only |
Common Values
| Value | Count | Frequency (%) |
| Driver only | 46 | |
| None | 33 | |
| Driver & Passenger | 14 | 15.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| driver | 60 | |
| only | 46 | |
| none | 33 | |
| 14 | 8.4% | |
| passenger | 14 | 8.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 134 | |
| e | 121 | |
| n | 93 | |
| o | 79 | |
| 74 | ||
| D | 60 | |
| i | 60 | |
| v | 60 | |
| l | 46 | 5.2% |
| y | 46 | 5.2% |
| Other values (6) | 117 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 890 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 134 | |
| e | 121 | |
| n | 93 | |
| o | 79 | |
| 74 | ||
| D | 60 | |
| i | 60 | |
| v | 60 | |
| l | 46 | 5.2% |
| y | 46 | 5.2% |
| Other values (6) | 117 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 890 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 134 | |
| e | 121 | |
| n | 93 | |
| o | 79 | |
| 74 | ||
| D | 60 | |
| i | 60 | |
| v | 60 | |
| l | 46 | 5.2% |
| y | 46 | 5.2% |
| Other values (6) | 117 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 890 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 134 | |
| e | 121 | |
| n | 93 | |
| o | 79 | |
| 74 | ||
| D | 60 | |
| i | 60 | |
| v | 60 | |
| l | 46 | 5.2% |
| y | 46 | 5.2% |
| Other values (6) | 117 |
DriveTrain
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 876.0 B |
| Front | |
|---|---|
| Rear | |
| 4WD |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.6129032 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Front |
|---|---|
| 2nd row | Front |
| 3rd row | Front |
| 4th row | Front |
| 5th row | Rear |
Common Values
| Value | Count | Frequency (%) |
| Front | 67 | |
| Rear | 16 | 17.2% |
| 4WD | 10 | 10.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| front | 67 | |
| rear | 16 | 17.2% |
| 4wd | 10 | 10.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 83 | |
| F | 67 | |
| o | 67 | |
| n | 67 | |
| t | 67 | |
| R | 16 | 3.7% |
| e | 16 | 3.7% |
| a | 16 | 3.7% |
| 4 | 10 | 2.3% |
| W | 10 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 429 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 83 | |
| F | 67 | |
| o | 67 | |
| n | 67 | |
| t | 67 | |
| R | 16 | 3.7% |
| e | 16 | 3.7% |
| a | 16 | 3.7% |
| 4 | 10 | 2.3% |
| W | 10 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 429 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 83 | |
| F | 67 | |
| o | 67 | |
| n | 67 | |
| t | 67 | |
| R | 16 | 3.7% |
| e | 16 | 3.7% |
| a | 16 | 3.7% |
| 4 | 10 | 2.3% |
| W | 10 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 429 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 83 | |
| F | 67 | |
| o | 67 | |
| n | 67 | |
| t | 67 | |
| R | 16 | 3.7% |
| e | 16 | 3.7% |
| a | 16 | 3.7% |
| 4 | 10 | 2.3% |
| W | 10 | 2.3% |
Cylinders
Categorical
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 876.0 B |
| 4 | |
|---|---|
| 6 | |
| 8 | |
| 3 | 3 |
| 5 | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 1 |
| Mean length | 1.0537634 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 6 |
| 3rd row | 6 |
| 4th row | 6 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 49 | |
| 6 | 31 | |
| 8 | 7 | 7.5% |
| 3 | 3 | 3.2% |
| 5 | 2 | 2.2% |
| rotary | 1 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 49 | |
| 6 | 31 | |
| 8 | 7 | 7.5% |
| 3 | 3 | 3.2% |
| 5 | 2 | 2.2% |
| rotary | 1 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 49 | |
| 6 | 31 | |
| 8 | 7 | 7.1% |
| 3 | 3 | 3.1% |
| 5 | 2 | 2.0% |
| r | 2 | 2.0% |
| o | 1 | 1.0% |
| t | 1 | 1.0% |
| a | 1 | 1.0% |
| y | 1 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 98 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 49 | |
| 6 | 31 | |
| 8 | 7 | 7.1% |
| 3 | 3 | 3.1% |
| 5 | 2 | 2.0% |
| r | 2 | 2.0% |
| o | 1 | 1.0% |
| t | 1 | 1.0% |
| a | 1 | 1.0% |
| y | 1 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 98 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 49 | |
| 6 | 31 | |
| 8 | 7 | 7.1% |
| 3 | 3 | 3.1% |
| 5 | 2 | 2.0% |
| r | 2 | 2.0% |
| o | 1 | 1.0% |
| t | 1 | 1.0% |
| a | 1 | 1.0% |
| y | 1 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 98 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 49 | |
| 6 | 31 | |
| 8 | 7 | 7.1% |
| 3 | 3 | 3.1% |
| 5 | 2 | 2.0% |
| r | 2 | 2.0% |
| o | 1 | 1.0% |
| t | 1 | 1.0% |
| a | 1 | 1.0% |
| y | 1 | 1.0% |
EngineSize
Real number (ℝ)
High correlation
| Distinct | 26 |
|---|---|
| Distinct (%) | 28.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6677419 |
| Minimum | 1 |
|---|---|
| Maximum | 5.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.42 |
| Q1 | 1.8 |
| median | 2.4 |
| Q3 | 3.3 |
| 95-th percentile | 4.6 |
| Maximum | 5.7 |
| Range | 4.7 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.037363 |
|---|---|
| Coefficient of variation (CV) | 0.38885433 |
| Kurtosis | 0.38102491 |
| Mean | 2.6677419 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 0.85941842 |
| Sum | 248.1 |
| Variance | 1.076122 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 3 | 11 | 11.8% |
| 2.2 | 10 | 10.8% |
| 3.8 | 8 | 8.6% |
| 1.5 | 7 | 7.5% |
| 1.8 | 7 | 7.5% |
| 2.3 | 6 | 6.5% |
| 1.6 | 5 | 5.4% |
| 2.5 | 4 | 4.3% |
| 2 | 4 | 4.3% |
| 2.4 | 3 | 3.2% |
| Other values (16) | 28 |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.1% |
| 1.2 | 1 | 1.1% |
| 1.3 | 3 | 3.2% |
| 1.5 | 7 | |
| 1.6 | 5 | |
| 1.8 | 7 | |
| 1.9 | 1 | 1.1% |
| 2 | 4 | 4.3% |
| 2.1 | 1 | 1.1% |
| 2.2 | 10 |
| Value | Count | Frequency (%) |
| 5.7 | 2 | 2.2% |
| 5 | 1 | 1.1% |
| 4.9 | 1 | 1.1% |
| 4.6 | 3 | 3.2% |
| 4.5 | 1 | 1.1% |
| 4.3 | 1 | 1.1% |
| 3.8 | 8 | |
| 3.5 | 2 | 2.2% |
| 3.4 | 3 | 3.2% |
| 3.3 | 2 | 2.2% |
Horsepower
Real number (ℝ)
High correlation
| Distinct | 57 |
|---|---|
| Distinct (%) | 61.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 143.82796 |
| Minimum | 55 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 55 |
|---|---|
| 5-th percentile | 78.2 |
| Q1 | 103 |
| median | 140 |
| Q3 | 170 |
| 95-th percentile | 237 |
| Maximum | 300 |
| Range | 245 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 52.37441 |
|---|---|
| Coefficient of variation (CV) | 0.36414624 |
| Kurtosis | 1.1108826 |
| Mean | 143.82796 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 0.95172825 |
| Sum | 13376 |
| Variance | 2743.0788 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 110 | 7 | 7.5% |
| 170 | 7 | 7.5% |
| 140 | 5 | 5.4% |
| 160 | 5 | 5.4% |
| 92 | 5 | 5.4% |
| 200 | 3 | 3.2% |
| 130 | 3 | 3.2% |
| 100 | 3 | 3.2% |
| 300 | 2 | 2.2% |
| 82 | 2 | 2.2% |
| Other values (47) | 51 |
| Value | Count | Frequency (%) |
| 55 | 1 | 1.1% |
| 63 | 1 | 1.1% |
| 70 | 1 | 1.1% |
| 73 | 1 | 1.1% |
| 74 | 1 | 1.1% |
| 81 | 2 | 2.2% |
| 82 | 2 | 2.2% |
| 85 | 1 | 1.1% |
| 90 | 2 | 2.2% |
| 92 | 5 |
| Value | Count | Frequency (%) |
| 300 | 2 | |
| 295 | 1 | |
| 278 | 1 | |
| 255 | 1 | |
| 225 | 1 | |
| 217 | 1 | |
| 214 | 1 | |
| 210 | 1 | |
| 208 | 1 | |
| 202 | 1 |
RPM
Real number (ℝ)
High correlation
| Distinct | 24 |
|---|---|
| Distinct (%) | 25.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5280.6452 |
| Minimum | 3800 |
|---|---|
| Maximum | 6500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 3800 |
|---|---|
| 5-th percentile | 4200 |
| Q1 | 4800 |
| median | 5200 |
| Q3 | 5750 |
| 95-th percentile | 6000 |
| Maximum | 6500 |
| Range | 2700 |
| Interquartile range (IQR) | 950 |
Descriptive statistics
| Standard deviation | 596.73169 |
|---|---|
| Coefficient of variation (CV) | 0.11300356 |
| Kurtosis | -0.40947898 |
| Mean | 5280.6452 |
| Median Absolute Deviation (MAD) | 400 |
| Skewness | -0.25853269 |
| Sum | 491100 |
| Variance | 356088.71 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 6000 | 14 | |
| 4800 | 13 | |
| 5000 | 10 | |
| 5200 | 10 | |
| 5500 | 8 | |
| 5600 | 6 | 6.5% |
| 5800 | 4 | 4.3% |
| 5400 | 4 | 4.3% |
| 4600 | 4 | 4.3% |
| 4200 | 3 | 3.2% |
| Other values (14) | 17 |
| Value | Count | Frequency (%) |
| 3800 | 1 | 1.1% |
| 4000 | 2 | 2.2% |
| 4100 | 1 | 1.1% |
| 4200 | 3 | 3.2% |
| 4400 | 1 | 1.1% |
| 4500 | 1 | 1.1% |
| 4600 | 4 | 4.3% |
| 4800 | 13 | |
| 5000 | 10 | |
| 5100 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 6500 | 2 | 2.2% |
| 6300 | 1 | 1.1% |
| 6200 | 1 | 1.1% |
| 6000 | 14 | |
| 5900 | 1 | 1.1% |
| 5800 | 4 | 4.3% |
| 5750 | 1 | 1.1% |
| 5700 | 2 | 2.2% |
| 5600 | 6 | |
| 5550 | 1 | 1.1% |
Rev.per.mile
Real number (ℝ)
High correlation
| Distinct | 78 |
|---|---|
| Distinct (%) | 83.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2332.2043 |
| Minimum | 1320 |
|---|---|
| Maximum | 3755 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 1320 |
|---|---|
| 5-th percentile | 1543 |
| Q1 | 1985 |
| median | 2340 |
| Q3 | 2565 |
| 95-th percentile | 3264 |
| Maximum | 3755 |
| Range | 2435 |
| Interquartile range (IQR) | 580 |
Descriptive statistics
| Standard deviation | 496.50653 |
|---|---|
| Coefficient of variation (CV) | 0.21289152 |
| Kurtosis | 0.22054386 |
| Mean | 2332.2043 |
| Median Absolute Deviation (MAD) | 275 |
| Skewness | 0.28154602 |
| Sum | 216895 |
| Variance | 246518.73 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2505 | 3 | 3.2% |
| 1690 | 3 | 3.2% |
| 2325 | 2 | 2.2% |
| 2220 | 2 | 2.2% |
| 2340 | 2 | 2.2% |
| 2595 | 2 | 2.2% |
| 2665 | 2 | 2.2% |
| 2380 | 2 | 2.2% |
| 2335 | 2 | 2.2% |
| 1805 | 2 | 2.2% |
| Other values (68) | 71 |
| Value | Count | Frequency (%) |
| 1320 | 1 | 1.1% |
| 1350 | 1 | 1.1% |
| 1415 | 1 | 1.1% |
| 1450 | 1 | 1.1% |
| 1510 | 1 | 1.1% |
| 1565 | 1 | 1.1% |
| 1570 | 2 | |
| 1690 | 3 | |
| 1730 | 1 | 1.1% |
| 1785 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 3755 | 1 | |
| 3505 | 1 | |
| 3375 | 1 | |
| 3360 | 1 | |
| 3285 | 1 | |
| 3250 | 1 | |
| 3150 | 1 | |
| 3130 | 1 | |
| 2915 | 1 | |
| 2910 | 1 |
Man.trans.avail
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 225.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 61 | |
| False | 32 |
Fuel.tank.capacity
Real number (ℝ)
High correlation
| Distinct | 38 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.664516 |
| Minimum | 9.2 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 9.2 |
|---|---|
| 5-th percentile | 11.58 |
| Q1 | 14.5 |
| median | 16.4 |
| Q3 | 18.8 |
| 95-th percentile | 21.1 |
| Maximum | 27 |
| Range | 17.8 |
| Interquartile range (IQR) | 4.3 |
Descriptive statistics
| Standard deviation | 3.2793705 |
|---|---|
| Coefficient of variation (CV) | 0.19678762 |
| Kurtosis | 0.1272065 |
| Mean | 16.664516 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | 0.1081462 |
| Sum | 1549.8 |
| Variance | 10.754271 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 20 | 9 | 9.7% |
| 18 | 9 | 9.7% |
| 13.2 | 8 | 8.6% |
| 15.9 | 7 | 7.5% |
| 18.5 | 6 | 6.5% |
| 16 | 5 | 5.4% |
| 11.9 | 4 | 4.3% |
| 15.5 | 4 | 4.3% |
| 15.2 | 3 | 3.2% |
| 16.5 | 3 | 3.2% |
| Other values (28) | 35 |
| Value | Count | Frequency (%) |
| 9.2 | 1 | 1.1% |
| 10 | 1 | 1.1% |
| 10.6 | 2 | 2.2% |
| 11.1 | 1 | 1.1% |
| 11.9 | 4 | |
| 12.4 | 2 | 2.2% |
| 12.8 | 1 | 1.1% |
| 13.2 | 8 | |
| 13.7 | 1 | 1.1% |
| 14 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 27 | 1 | 1.1% |
| 23 | 2 | 2.2% |
| 22.5 | 1 | 1.1% |
| 21.1 | 3 | 3.2% |
| 21 | 1 | 1.1% |
| 20.6 | 1 | 1.1% |
| 20 | 9 | |
| 19.8 | 2 | 2.2% |
| 19.6 | 1 | 1.1% |
| 19.3 | 1 | 1.1% |
Passengers
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0860215 |
| Minimum | 2 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.0389785 |
|---|---|
| Coefficient of variation (CV) | 0.20428119 |
| Kurtosis | 0.9361926 |
| Mean | 5.0860215 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.062516854 |
| Sum | 473 |
| Variance | 1.0794764 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 41 | |
| 4 | 23 | |
| 6 | 18 | |
| 7 | 8 | 8.6% |
| 2 | 2 | 2.2% |
| 8 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 2 | 2 | 2.2% |
| 4 | 23 | |
| 5 | 41 | |
| 6 | 18 | |
| 7 | 8 | 8.6% |
| 8 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | 1.1% |
| 7 | 8 | 8.6% |
| 6 | 18 | |
| 5 | 41 | |
| 4 | 23 | |
| 2 | 2 | 2.2% |
Length
Real number (ℝ)
High correlation
| Distinct | 51 |
|---|---|
| Distinct (%) | 54.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 183.2043 |
| Minimum | 141 |
|---|---|
| Maximum | 219 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 141 |
|---|---|
| 5-th percentile | 161.6 |
| Q1 | 174 |
| median | 183 |
| Q3 | 192 |
| 95-th percentile | 205.4 |
| Maximum | 219 |
| Range | 78 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 14.602382 |
|---|---|
| Coefficient of variation (CV) | 0.079705452 |
| Kurtosis | 0.44925041 |
| Mean | 183.2043 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.090094622 |
| Sum | 17038 |
| Variance | 213.22955 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 184 | 5 | 5.4% |
| 190 | 5 | 5.4% |
| 177 | 4 | 4.3% |
| 175 | 4 | 4.3% |
| 172 | 4 | 4.3% |
| 188 | 4 | 4.3% |
| 180 | 4 | 4.3% |
| 187 | 3 | 3.2% |
| 181 | 3 | 3.2% |
| 179 | 3 | 3.2% |
| Other values (41) | 54 |
| Value | Count | Frequency (%) |
| 141 | 1 | |
| 146 | 1 | |
| 151 | 1 | |
| 159 | 1 | |
| 161 | 1 | |
| 162 | 1 | |
| 163 | 1 | |
| 164 | 2 | |
| 166 | 2 | |
| 168 | 1 |
| Value | Count | Frequency (%) |
| 219 | 1 | |
| 216 | 1 | |
| 214 | 1 | |
| 212 | 1 | |
| 206 | 1 | |
| 205 | 1 | |
| 204 | 1 | |
| 203 | 2 | |
| 202 | 1 | |
| 201 | 1 |
Wheelbase
Real number (ℝ)
High correlation
| Distinct | 27 |
|---|---|
| Distinct (%) | 29.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.94624 |
| Minimum | 90 |
|---|---|
| Maximum | 119 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 90 |
|---|---|
| 5-th percentile | 93.6 |
| Q1 | 98 |
| median | 103 |
| Q3 | 110 |
| 95-th percentile | 115 |
| Maximum | 119 |
| Range | 29 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.8196736 |
|---|---|
| Coefficient of variation (CV) | 0.065607701 |
| Kurtosis | -0.79745573 |
| Mean | 103.94624 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.11372684 |
| Sum | 9667 |
| Variance | 46.507948 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 103 | 9 | 9.7% |
| 97 | 7 | 7.5% |
| 98 | 6 | 6.5% |
| 113 | 5 | 5.4% |
| 101 | 5 | 5.4% |
| 105 | 5 | 5.4% |
| 111 | 5 | 5.4% |
| 104 | 5 | 5.4% |
| 110 | 5 | 5.4% |
| 102 | 4 | 4.3% |
| Other values (17) | 37 |
| Value | Count | Frequency (%) |
| 90 | 2 | 2.2% |
| 93 | 3 | |
| 94 | 3 | |
| 95 | 1 | 1.1% |
| 96 | 3 | |
| 97 | 7 | |
| 98 | 6 | |
| 99 | 3 | |
| 100 | 2 | 2.2% |
| 101 | 5 |
| Value | Count | Frequency (%) |
| 119 | 1 | 1.1% |
| 117 | 1 | 1.1% |
| 116 | 2 | 2.2% |
| 115 | 2 | 2.2% |
| 114 | 2 | 2.2% |
| 113 | 5 | |
| 112 | 2 | 2.2% |
| 111 | 5 | |
| 110 | 5 | |
| 109 | 2 | 2.2% |
Width
Real number (ℝ)
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | 17.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.376344 |
| Minimum | 60 |
|---|---|
| Maximum | 78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 67 |
| median | 69 |
| Q3 | 72 |
| 95-th percentile | 75.8 |
| Maximum | 78 |
| Range | 18 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.7789865 |
|---|---|
| Coefficient of variation (CV) | 0.054470822 |
| Kurtosis | -0.2464277 |
| Mean | 69.376344 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.26402738 |
| Sum | 6452 |
| Variance | 14.280739 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 67 | 15 | |
| 69 | 11 | |
| 74 | 11 | |
| 66 | 10 | |
| 68 | 7 | |
| 70 | 7 | |
| 72 | 7 | |
| 71 | 5 | 5.4% |
| 63 | 5 | 5.4% |
| 73 | 4 | 4.3% |
| Other values (6) | 11 |
| Value | Count | Frequency (%) |
| 60 | 1 | 1.1% |
| 63 | 5 | 5.4% |
| 64 | 1 | 1.1% |
| 65 | 3 | 3.2% |
| 66 | 10 | |
| 67 | 15 | |
| 68 | 7 | |
| 69 | 11 | |
| 70 | 7 | |
| 71 | 5 | 5.4% |
| Value | Count | Frequency (%) |
| 78 | 3 | 3.2% |
| 77 | 2 | 2.2% |
| 75 | 1 | 1.1% |
| 74 | 11 | |
| 73 | 4 | 4.3% |
| 72 | 7 | |
| 71 | 5 | |
| 70 | 7 | |
| 69 | 11 | |
| 68 | 7 |
Turn.circle
Real number (ℝ)
High correlation
| Distinct | 14 |
|---|---|
| Distinct (%) | 15.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.956989 |
| Minimum | 32 |
|---|---|
| Maximum | 45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 32 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 37 |
| median | 39 |
| Q3 | 41 |
| 95-th percentile | 44 |
| Maximum | 45 |
| Range | 13 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.2232645 |
|---|---|
| Coefficient of variation (CV) | 0.082739057 |
| Kurtosis | -0.73220396 |
| Mean | 38.956989 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.13356858 |
| Sum | 3623 |
| Variance | 10.389434 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 39 | 11 | |
| 40 | 10 | |
| 37 | 9 | |
| 41 | 9 | |
| 42 | 9 | |
| 36 | 9 | |
| 38 | 8 | |
| 43 | 7 | |
| 34 | 6 | |
| 44 | 4 | 4.3% |
| Other values (4) | 11 |
| Value | Count | Frequency (%) |
| 32 | 2 | 2.2% |
| 33 | 2 | 2.2% |
| 34 | 6 | |
| 35 | 4 | 4.3% |
| 36 | 9 | |
| 37 | 9 | |
| 38 | 8 | |
| 39 | 11 | |
| 40 | 10 | |
| 41 | 9 |
| Value | Count | Frequency (%) |
| 45 | 3 | 3.2% |
| 44 | 4 | 4.3% |
| 43 | 7 | |
| 42 | 9 | |
| 41 | 9 | |
| 40 | 10 | |
| 39 | 11 | |
| 38 | 8 | |
| 37 | 9 | |
| 36 | 9 |
Rear.seat.room
Real number (ℝ)
High correlation
| Distinct | 25 |
|---|---|
| Distinct (%) | 26.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.82967 |
| Minimum | 19 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 23.5 |
| Q1 | 26 |
| median | 27.5 |
| Q3 | 30 |
| 95-th percentile | 32.3 |
| Maximum | 36 |
| Range | 17 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.956404 |
|---|---|
| Coefficient of variation (CV) | 0.10623209 |
| Kurtosis | 0.9798816 |
| Mean | 27.82967 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.079086061 |
| Sum | 2588.1593 |
| Variance | 8.7403249 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 26.5 | 9 | 9.7% |
| 28 | 9 | 9.7% |
| 30.5 | 8 | 8.6% |
| 26 | 8 | 8.6% |
| 27.5 | 8 | 8.6% |
| 30 | 6 | 6.5% |
| 27 | 5 | 5.4% |
| 25 | 5 | 5.4% |
| 28.5 | 5 | 5.4% |
| 31 | 4 | 4.3% |
| Other values (15) | 26 |
| Value | Count | Frequency (%) |
| 19 | 1 | 1.1% |
| 20 | 1 | 1.1% |
| 23 | 2 | 2.2% |
| 23.5 | 3 | 3.2% |
| 24 | 2 | 2.2% |
| 24.5 | 2 | 2.2% |
| 25 | 5 | |
| 25.5 | 1 | 1.1% |
| 26 | 8 | |
| 26.5 | 9 |
| Value | Count | Frequency (%) |
| 36 | 1 | 1.1% |
| 35 | 2 | 2.2% |
| 34 | 1 | 1.1% |
| 33.5 | 1 | 1.1% |
| 31.5 | 3 | 3.2% |
| 31 | 4 | |
| 30.5 | 8 | |
| 30 | 6 | |
| 29.5 | 3 | 3.2% |
| 29 | 1 | 1.1% |
Luggage.room
Real number (ℝ)
High correlation
| Distinct | 17 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.890244 |
| Minimum | 6 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 9.6 |
| Q1 | 12 |
| median | 14 |
| Q3 | 15 |
| 95-th percentile | 18.4 |
| Maximum | 22 |
| Range | 16 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.8130368 |
|---|---|
| Coefficient of variation (CV) | 0.20251889 |
| Kurtosis | 1.0246015 |
| Mean | 13.890244 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.24393619 |
| Sum | 1291.7927 |
| Variance | 7.913176 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 14 | 18 | |
| 13.8902439 | 11 | |
| 15 | 10 | |
| 13 | 9 | |
| 12 | 8 | |
| 11 | 8 | |
| 16 | 6 | 6.5% |
| 17 | 5 | 5.4% |
| 18 | 4 | 4.3% |
| 10 | 4 | 4.3% |
| Other values (7) | 10 |
| Value | Count | Frequency (%) |
| 6 | 1 | 1.1% |
| 8 | 2 | 2.2% |
| 9 | 2 | 2.2% |
| 10 | 4 | 4.3% |
| 11 | 8 | |
| 12 | 8 | |
| 13 | 9 | |
| 13.8902439 | 11 | |
| 14 | 18 | |
| 15 | 10 |
| Value | Count | Frequency (%) |
| 22 | 1 | 1.1% |
| 21 | 2 | 2.2% |
| 20 | 1 | 1.1% |
| 19 | 1 | 1.1% |
| 18 | 4 | 4.3% |
| 17 | 5 | 5.4% |
| 16 | 6 | 6.5% |
| 15 | 10 | |
| 14 | 18 | |
| 13.8902439 | 11 |
Weight
Real number (ℝ)
High correlation
| Distinct | 81 |
|---|---|
| Distinct (%) | 87.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3072.9032 |
| Minimum | 1695 |
|---|---|
| Maximum | 4105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 876.0 B |
Quantile statistics
| Minimum | 1695 |
|---|---|
| 5-th percentile | 2166 |
| Q1 | 2620 |
| median | 3040 |
| Q3 | 3525 |
| 95-th percentile | 3976 |
| Maximum | 4105 |
| Range | 2410 |
| Interquartile range (IQR) | 905 |
Descriptive statistics
| Standard deviation | 589.89651 |
|---|---|
| Coefficient of variation (CV) | 0.19196716 |
| Kurtosis | -0.85511567 |
| Mean | 3072.9032 |
| Median Absolute Deviation (MAD) | 475 |
| Skewness | -0.14366904 |
| Sum | 285780 |
| Variance | 347977.89 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3240 | 2 | 2.2% |
| 3735 | 2 | 2.2% |
| 3715 | 2 | 2.2% |
| 3515 | 2 | 2.2% |
| 2295 | 2 | 2.2% |
| 3085 | 2 | 2.2% |
| 2490 | 2 | 2.2% |
| 3495 | 2 | 2.2% |
| 2350 | 2 | 2.2% |
| 3470 | 2 | 2.2% |
| Other values (71) | 73 |
| Value | Count | Frequency (%) |
| 1695 | 1 | |
| 1845 | 1 | |
| 1965 | 1 | |
| 2045 | 1 | |
| 2055 | 1 | |
| 2240 | 1 | |
| 2270 | 1 | |
| 2285 | 1 | |
| 2295 | 2 | |
| 2325 | 1 |
| Value | Count | Frequency (%) |
| 4105 | 1 | |
| 4100 | 1 | |
| 4055 | 1 | |
| 4025 | 1 | |
| 4000 | 1 | |
| 3960 | 1 | |
| 3950 | 1 | |
| 3935 | 1 | |
| 3910 | 1 | |
| 3805 | 1 |
Origin
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 876.0 B |
| USA | |
|---|---|
| non-USA |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 4.9354839 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | non-USA |
|---|---|
| 2nd row | non-USA |
| 3rd row | non-USA |
| 4th row | non-USA |
| 5th row | non-USA |
Common Values
| Value | Count | Frequency (%) |
| USA | 48 | |
| non-USA | 45 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| usa | 48 | |
| non-usa | 45 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 93 | |
| S | 93 | |
| A | 93 | |
| n | 90 | |
| o | 45 | |
| - | 45 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 459 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 93 | |
| S | 93 | |
| A | 93 | |
| n | 90 | |
| o | 45 | |
| - | 45 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 459 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 93 | |
| S | 93 | |
| A | 93 | |
| n | 90 | |
| o | 45 | |
| - | 45 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 459 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 93 | |
| S | 93 | |
| A | 93 | |
| n | 90 | |
| o | 45 | |
| - | 45 |
Make
Text
Unique
| Distinct | 93 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 876.0 B |
Length
| Max length | 24 |
|---|---|
| Median length | 20 |
| Mean length | 13.763441 |
| Min length | 7 |
Unique
| Unique | 93 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Acura Integra |
|---|---|
| 2nd row | Acura Legend |
| 3rd row | Audi 90 |
| 4th row | Audi 100 |
| 5th row | BMW 535i |
| Value | Count | Frequency (%) |
| ford | 8 | 4.3% |
| chevrolet | 8 | 4.3% |
| dodge | 6 | 3.2% |
| pontiac | 5 | 2.7% |
| mazda | 5 | 2.7% |
| volkswagen | 4 | 2.2% |
| oldsmobile | 4 | 2.2% |
| nissan | 4 | 2.2% |
| hyundai | 4 | 2.2% |
| toyota | 4 | 2.2% |
| Other values (115) | 134 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 104 | 8.1% |
| e | 100 | 7.8% |
| 93 | 7.3% | |
| o | 88 | 6.9% |
| r | 81 | 6.3% |
| i | 77 | 6.0% |
| t | 58 | 4.5% |
| n | 55 | 4.3% |
| l | 54 | 4.2% |
| d | 46 | 3.6% |
| Other values (49) | 524 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1280 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 104 | 8.1% |
| e | 100 | 7.8% |
| 93 | 7.3% | |
| o | 88 | 6.9% |
| r | 81 | 6.3% |
| i | 77 | 6.0% |
| t | 58 | 4.5% |
| n | 55 | 4.3% |
| l | 54 | 4.2% |
| d | 46 | 3.6% |
| Other values (49) | 524 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1280 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 104 | 8.1% |
| e | 100 | 7.8% |
| 93 | 7.3% | |
| o | 88 | 6.9% |
| r | 81 | 6.3% |
| i | 77 | 6.0% |
| t | 58 | 4.5% |
| n | 55 | 4.3% |
| l | 54 | 4.2% |
| d | 46 | 3.6% |
| Other values (49) | 524 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1280 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 104 | 8.1% |
| e | 100 | 7.8% |
| 93 | 7.3% | |
| o | 88 | 6.9% |
| r | 81 | 6.3% |
| i | 77 | 6.0% |
| t | 58 | 4.5% |
| n | 55 | 4.3% |
| l | 54 | 4.2% |
| d | 46 | 3.6% |
| Other values (49) | 524 |
Interactions
Correlations
| AirBags | Cylinders | DriveTrain | EngineSize | Fuel.tank.capacity | Horsepower | Length | Luggage.room | MPG.city | MPG.highway | Man.trans.avail | Manufacturer | Max.Price | Min.Price | Origin | Passengers | Price | RPM | Rear.seat.room | Rev.per.mile | Turn.circle | Type | Weight | Wheelbase | Width | id | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AirBags | 1.000 | 0.254 | 0.164 | 0.291 | 0.240 | 0.316 | 0.204 | 0.307 | 0.125 | 0.172 | 0.111 | 0.277 | 0.334 | 0.312 | 0.000 | 0.194 | 0.316 | 0.000 | 0.285 | 0.173 | 0.220 | 0.358 | 0.286 | 0.271 | 0.345 | 0.000 |
| Cylinders | 0.254 | 1.000 | 0.303 | 0.651 | 0.492 | 0.665 | 0.481 | 0.400 | 0.498 | 0.443 | 0.565 | 0.262 | 0.321 | 0.412 | 0.287 | 0.386 | 0.418 | 0.349 | 0.193 | 0.497 | 0.358 | 0.349 | 0.543 | 0.376 | 0.457 | 0.224 |
| DriveTrain | 0.164 | 0.303 | 1.000 | 0.311 | 0.388 | 0.316 | 0.317 | 0.229 | 0.179 | 0.210 | 0.000 | 0.335 | 0.218 | 0.285 | 0.000 | 0.382 | 0.294 | 0.328 | 0.037 | 0.200 | 0.043 | 0.370 | 0.354 | 0.208 | 0.437 | 0.138 |
| EngineSize | 0.291 | 0.651 | 0.311 | 1.000 | 0.776 | 0.814 | 0.811 | 0.575 | -0.821 | -0.726 | 0.635 | 0.212 | 0.674 | 0.762 | 0.362 | 0.503 | 0.727 | -0.530 | 0.536 | -0.811 | 0.809 | 0.455 | 0.898 | 0.789 | 0.873 | -0.300 |
| Fuel.tank.capacity | 0.240 | 0.492 | 0.388 | 0.776 | 1.000 | 0.789 | 0.658 | 0.509 | -0.884 | -0.839 | 0.482 | 0.000 | 0.758 | 0.800 | 0.276 | 0.493 | 0.791 | -0.274 | 0.558 | -0.570 | 0.647 | 0.525 | 0.894 | 0.742 | 0.777 | -0.156 |
| Horsepower | 0.316 | 0.665 | 0.316 | 0.814 | 0.789 | 1.000 | 0.644 | 0.446 | -0.789 | -0.710 | 0.378 | 0.212 | 0.822 | 0.863 | 0.000 | 0.244 | 0.858 | -0.059 | 0.405 | -0.677 | 0.616 | 0.350 | 0.804 | 0.605 | 0.739 | -0.244 |
| Length | 0.204 | 0.481 | 0.317 | 0.811 | 0.658 | 0.644 | 1.000 | 0.688 | -0.662 | -0.547 | 0.661 | 0.277 | 0.559 | 0.670 | 0.412 | 0.545 | 0.619 | -0.423 | 0.599 | -0.631 | 0.728 | 0.488 | 0.788 | 0.823 | 0.796 | -0.271 |
| Luggage.room | 0.307 | 0.400 | 0.229 | 0.575 | 0.509 | 0.446 | 0.688 | 1.000 | -0.453 | -0.337 | 0.487 | 0.210 | 0.402 | 0.522 | 0.365 | 0.474 | 0.463 | -0.368 | 0.622 | -0.498 | 0.487 | 0.471 | 0.528 | 0.642 | 0.524 | -0.116 |
| MPG.city | 0.125 | 0.498 | 0.179 | -0.821 | -0.884 | -0.789 | -0.662 | -0.453 | 1.000 | 0.936 | 0.439 | 0.313 | -0.753 | -0.801 | 0.084 | -0.494 | -0.786 | 0.390 | -0.514 | 0.688 | -0.687 | 0.406 | -0.893 | -0.715 | -0.810 | 0.179 |
| MPG.highway | 0.172 | 0.443 | 0.210 | -0.726 | -0.839 | -0.710 | -0.547 | -0.337 | 0.936 | 1.000 | 0.347 | 0.291 | -0.692 | -0.739 | 0.112 | -0.486 | -0.723 | 0.316 | -0.465 | 0.576 | -0.593 | 0.427 | -0.838 | -0.632 | -0.690 | 0.142 |
| Man.trans.avail | 0.111 | 0.565 | 0.000 | 0.635 | 0.482 | 0.378 | 0.661 | 0.487 | 0.439 | 0.347 | 1.000 | 0.465 | 0.327 | 0.448 | 0.395 | 0.645 | 0.414 | 0.454 | 0.375 | 0.633 | 0.627 | 0.721 | 0.557 | 0.680 | 0.617 | 0.342 |
| Manufacturer | 0.277 | 0.262 | 0.335 | 0.212 | 0.000 | 0.212 | 0.277 | 0.210 | 0.313 | 0.291 | 0.465 | 1.000 | 0.410 | 0.256 | 0.819 | 0.000 | 0.432 | 0.178 | 0.083 | 0.211 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.786 |
| Max.Price | 0.334 | 0.321 | 0.218 | 0.674 | 0.758 | 0.822 | 0.559 | 0.402 | -0.753 | -0.692 | 0.327 | 0.410 | 1.000 | 0.923 | 0.184 | 0.233 | 0.984 | -0.073 | 0.361 | -0.505 | 0.500 | 0.276 | 0.749 | 0.586 | 0.605 | -0.112 |
| Min.Price | 0.312 | 0.412 | 0.285 | 0.762 | 0.800 | 0.863 | 0.670 | 0.522 | -0.801 | -0.739 | 0.448 | 0.256 | 0.923 | 1.000 | 0.082 | 0.295 | 0.974 | -0.147 | 0.472 | -0.581 | 0.533 | 0.421 | 0.792 | 0.640 | 0.660 | -0.109 |
| Origin | 0.000 | 0.287 | 0.000 | 0.362 | 0.276 | 0.000 | 0.412 | 0.365 | 0.084 | 0.112 | 0.395 | 0.819 | 0.184 | 0.082 | 1.000 | 0.378 | 0.180 | 0.497 | 0.250 | 0.453 | 0.494 | 0.313 | 0.072 | 0.253 | 0.406 | 0.681 |
| Passengers | 0.194 | 0.386 | 0.382 | 0.503 | 0.493 | 0.244 | 0.545 | 0.474 | -0.494 | -0.486 | 0.645 | 0.000 | 0.233 | 0.295 | 0.378 | 1.000 | 0.266 | -0.466 | 0.695 | -0.396 | 0.499 | 0.626 | 0.588 | 0.726 | 0.517 | -0.187 |
| Price | 0.316 | 0.418 | 0.294 | 0.727 | 0.791 | 0.858 | 0.619 | 0.463 | -0.786 | -0.723 | 0.414 | 0.432 | 0.984 | 0.974 | 0.180 | 0.266 | 1.000 | -0.108 | 0.422 | -0.553 | 0.528 | 0.401 | 0.781 | 0.621 | 0.644 | -0.121 |
| RPM | 0.000 | 0.349 | 0.328 | -0.530 | -0.274 | -0.059 | -0.423 | -0.368 | 0.390 | 0.316 | 0.454 | 0.178 | -0.073 | -0.147 | 0.497 | -0.466 | -0.108 | 1.000 | -0.277 | 0.480 | -0.532 | 0.267 | -0.416 | -0.440 | -0.505 | 0.162 |
| Rear.seat.room | 0.285 | 0.193 | 0.037 | 0.536 | 0.558 | 0.405 | 0.599 | 0.622 | -0.514 | -0.465 | 0.375 | 0.083 | 0.361 | 0.472 | 0.250 | 0.695 | 0.422 | -0.277 | 1.000 | -0.413 | 0.504 | 0.428 | 0.585 | 0.696 | 0.513 | -0.144 |
| Rev.per.mile | 0.173 | 0.497 | 0.200 | -0.811 | -0.570 | -0.677 | -0.631 | -0.498 | 0.688 | 0.576 | 0.633 | 0.211 | -0.505 | -0.581 | 0.453 | -0.396 | -0.553 | 0.480 | -0.413 | 1.000 | -0.727 | 0.336 | -0.711 | -0.602 | -0.756 | 0.192 |
| Turn.circle | 0.220 | 0.358 | 0.043 | 0.809 | 0.647 | 0.616 | 0.728 | 0.487 | -0.687 | -0.593 | 0.627 | 0.000 | 0.500 | 0.533 | 0.494 | 0.499 | 0.528 | -0.532 | 0.504 | -0.727 | 1.000 | 0.355 | 0.764 | 0.702 | 0.833 | -0.280 |
| Type | 0.358 | 0.349 | 0.370 | 0.455 | 0.525 | 0.350 | 0.488 | 0.471 | 0.406 | 0.427 | 0.721 | 0.000 | 0.276 | 0.421 | 0.313 | 0.626 | 0.401 | 0.267 | 0.428 | 0.336 | 0.355 | 1.000 | 0.558 | 0.525 | 0.471 | 0.000 |
| Weight | 0.286 | 0.543 | 0.354 | 0.898 | 0.894 | 0.804 | 0.788 | 0.528 | -0.893 | -0.838 | 0.557 | 0.000 | 0.749 | 0.792 | 0.072 | 0.588 | 0.781 | -0.416 | 0.585 | -0.711 | 0.764 | 0.558 | 1.000 | 0.862 | 0.876 | -0.211 |
| Wheelbase | 0.271 | 0.376 | 0.208 | 0.789 | 0.742 | 0.605 | 0.823 | 0.642 | -0.715 | -0.632 | 0.680 | 0.000 | 0.586 | 0.640 | 0.253 | 0.726 | 0.621 | -0.440 | 0.696 | -0.602 | 0.702 | 0.525 | 0.862 | 1.000 | 0.796 | -0.240 |
| Width | 0.345 | 0.457 | 0.437 | 0.873 | 0.777 | 0.739 | 0.796 | 0.524 | -0.810 | -0.690 | 0.617 | 0.000 | 0.605 | 0.660 | 0.406 | 0.517 | 0.644 | -0.505 | 0.513 | -0.756 | 0.833 | 0.471 | 0.876 | 0.796 | 1.000 | -0.285 |
| id | 0.000 | 0.224 | 0.138 | -0.300 | -0.156 | -0.244 | -0.271 | -0.116 | 0.179 | 0.142 | 0.342 | 0.786 | -0.112 | -0.109 | 0.681 | -0.187 | -0.121 | 0.162 | -0.144 | 0.192 | -0.280 | 0.000 | -0.211 | -0.240 | -0.285 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| id | Manufacturer | Model | Type | Min.Price | Price | Max.Price | MPG.city | MPG.highway | AirBags | DriveTrain | Cylinders | EngineSize | Horsepower | RPM | Rev.per.mile | Man.trans.avail | Fuel.tank.capacity | Passengers | Length | Wheelbase | Width | Turn.circle | Rear.seat.room | Luggage.room | Weight | Origin | Make | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Acura | Integra | Small | 12.9 | 15.9 | 18.8 | 25 | 31 | None | Front | 4 | 1.8 | 140 | 6300 | 2890 | Yes | 13.2 | 5 | 177 | 102 | 68 | 37 | 26.5 | 11.0 | 2705 | non-USA | Acura Integra |
| 1 | 2 | Acura | Legend | Midsize | 29.2 | 33.9 | 38.7 | 18 | 25 | Driver & Passenger | Front | 6 | 3.2 | 200 | 5500 | 2335 | Yes | 18.0 | 5 | 195 | 115 | 71 | 38 | 30.0 | 15.0 | 3560 | non-USA | Acura Legend |
| 2 | 3 | Audi | 90 | Compact | 25.9 | 29.1 | 32.3 | 20 | 26 | Driver only | Front | 6 | 2.8 | 172 | 5500 | 2280 | Yes | 16.9 | 5 | 180 | 102 | 67 | 37 | 28.0 | 14.0 | 3375 | non-USA | Audi 90 |
| 3 | 4 | Audi | 100 | Midsize | 30.8 | 37.7 | 44.6 | 19 | 26 | Driver only | Front | 6 | 2.8 | 172 | 5500 | 2535 | Yes | 21.1 | 6 | 193 | 106 | 70 | 37 | 31.0 | 17.0 | 3405 | non-USA | Audi 100 |
| 4 | 5 | BMW | 535i | Midsize | 23.7 | 30.0 | 36.2 | 22 | 30 | Driver only | Rear | 4 | 3.5 | 208 | 5700 | 2545 | Yes | 21.1 | 4 | 186 | 109 | 69 | 39 | 27.0 | 13.0 | 3640 | non-USA | BMW 535i |
| 5 | 6 | Buick | Century | Midsize | 14.2 | 15.7 | 17.3 | 22 | 31 | Driver only | Front | 4 | 2.2 | 110 | 5200 | 2565 | No | 16.4 | 6 | 189 | 105 | 69 | 41 | 28.0 | 16.0 | 2880 | USA | Buick Century |
| 6 | 7 | Buick | LeSabre | Large | 19.9 | 20.8 | 21.7 | 19 | 28 | Driver only | Front | 6 | 3.8 | 170 | 4800 | 1570 | No | 18.0 | 6 | 200 | 111 | 74 | 42 | 30.5 | 17.0 | 3470 | USA | Buick LeSabre |
| 7 | 8 | Buick | Roadmaster | Large | 22.6 | 23.7 | 24.9 | 16 | 25 | Driver only | Rear | 6 | 5.7 | 180 | 4000 | 1320 | No | 23.0 | 6 | 216 | 116 | 78 | 45 | 30.5 | 21.0 | 4105 | USA | Buick Roadmaster |
| 8 | 9 | Buick | Riviera | Midsize | 26.3 | 26.3 | 26.3 | 19 | 27 | Driver only | Front | 6 | 3.8 | 170 | 4800 | 1690 | No | 18.8 | 5 | 198 | 108 | 73 | 41 | 26.5 | 14.0 | 3495 | USA | Buick Riviera |
| 9 | 10 | Cadillac | DeVille | Large | 33.0 | 34.7 | 36.3 | 16 | 25 | Driver only | Front | 8 | 4.9 | 200 | 4100 | 1510 | No | 18.0 | 6 | 206 | 114 | 73 | 43 | 35.0 | 18.0 | 3620 | USA | Cadillac DeVille |
| id | Manufacturer | Model | Type | Min.Price | Price | Max.Price | MPG.city | MPG.highway | AirBags | DriveTrain | Cylinders | EngineSize | Horsepower | RPM | Rev.per.mile | Man.trans.avail | Fuel.tank.capacity | Passengers | Length | Wheelbase | Width | Turn.circle | Rear.seat.room | Luggage.room | Weight | Origin | Make | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 83 | 84 | Toyota | Tercel | Small | 7.8 | 9.8 | 11.8 | 32 | 37 | Driver only | Front | 4 | 1.5 | 82 | 5200 | 3505 | Yes | 11.9 | 5 | 162 | 94 | 65 | 36 | 24.0 | 11.000000 | 2055 | non-USA | Toyota Tercel |
| 84 | 85 | Toyota | Celica | Sporty | 14.2 | 18.4 | 22.6 | 25 | 32 | Driver only | Front | 4 | 2.2 | 135 | 5400 | 2405 | Yes | 15.9 | 4 | 174 | 99 | 69 | 39 | 23.0 | 13.000000 | 2950 | non-USA | Toyota Celica |
| 85 | 86 | Toyota | Camry | Midsize | 15.2 | 18.2 | 21.2 | 22 | 29 | Driver only | Front | 4 | 2.2 | 130 | 5400 | 2340 | Yes | 18.5 | 5 | 188 | 103 | 70 | 38 | 28.5 | 15.000000 | 3030 | non-USA | Toyota Camry |
| 86 | 87 | Toyota | Previa | Van | 18.9 | 22.7 | 26.6 | 18 | 22 | Driver only | 4WD | 4 | 2.4 | 138 | 5000 | 2515 | Yes | 19.8 | 7 | 187 | 113 | 71 | 41 | 35.0 | 13.890244 | 3785 | non-USA | Toyota Previa |
| 87 | 88 | Volkswagen | Fox | Small | 8.7 | 9.1 | 9.5 | 25 | 33 | None | Front | 4 | 1.8 | 81 | 5500 | 2550 | Yes | 12.4 | 4 | 163 | 93 | 63 | 34 | 26.0 | 10.000000 | 2240 | non-USA | Volkswagen Fox |
| 88 | 89 | Volkswagen | Eurovan | Van | 16.6 | 19.7 | 22.7 | 17 | 21 | None | Front | 5 | 2.5 | 109 | 4500 | 2915 | Yes | 21.1 | 7 | 187 | 115 | 72 | 38 | 34.0 | 13.890244 | 3960 | non-USA | Volkswagen Eurovan |
| 89 | 90 | Volkswagen | Passat | Compact | 17.6 | 20.0 | 22.4 | 21 | 30 | None | Front | 4 | 2.0 | 134 | 5800 | 2685 | Yes | 18.5 | 5 | 180 | 103 | 67 | 35 | 31.5 | 14.000000 | 2985 | non-USA | Volkswagen Passat |
| 90 | 91 | Volkswagen | Corrado | Sporty | 22.9 | 23.3 | 23.7 | 18 | 25 | None | Front | 6 | 2.8 | 178 | 5800 | 2385 | Yes | 18.5 | 4 | 159 | 97 | 66 | 36 | 26.0 | 15.000000 | 2810 | non-USA | Volkswagen Corrado |
| 91 | 92 | Volvo | 240 | Compact | 21.8 | 22.7 | 23.5 | 21 | 28 | Driver only | Rear | 4 | 2.3 | 114 | 5400 | 2215 | Yes | 15.8 | 5 | 190 | 104 | 67 | 37 | 29.5 | 14.000000 | 2985 | non-USA | Volvo 240 |
| 92 | 93 | Volvo | 850 | Midsize | 24.8 | 26.7 | 28.5 | 20 | 28 | Driver & Passenger | Front | 5 | 2.4 | 168 | 6200 | 2310 | Yes | 19.3 | 5 | 184 | 105 | 69 | 38 | 30.0 | 15.000000 | 3245 | non-USA | Volvo 850 |